"She only wants half a piece of cake."
"想" has to be followed by a verb to mean "to want (to)". In front of a noun it doesn't mean "to want" in the English sense of "to be thinking of having". Instead it means "to miss (someone or something)", "to think up (an idea)", etc. Your sentence makes it sound as though she misses the cake.